Programize founder hires PI to probe AI-powered IP theft by rival Purge

Nina Panickssery's short story 'Intellectual Property' (published on LessWrong, dated July 2026) follows a private investigator hired by Simpson, founder of Programize, a company building custom RL environments for AI labs. Simpson suspects rival startup Purge, which calls itself a 'superlean' startup with few human employees, is cloning their products and selling to identical clients. The investigator visits Programize's office under the pretext of being a potential hire, speaking with employees working on eccentric projects: one builds a dog tastebud simulator for dog food formulation RL, another designs 3D-printed novelty chess sets for AI models to recreate. One employee admits his chess task is 'saturated' and expects to be fired, hinting at the ease with which AI can replicate such work.

During conversations, the investigator learns that Purge is rumored to rely on 'a gazillion AI agents' puppetted by a handful of humans. The employees' bizarre tasks, while seemingly trivial, are the core training environments that AI labs purchase. The story ends with the investigator reflecting that 'agentic coding' is already saturated, suggesting that the real value lies elsewhere. This fictional narrative explores how AI agents could enable mass, undetectable IP theft, raising questions about copyright, trade secrets, and the sustainability of lean startups in an AI-dominated landscape.